Media type: E-Book Title: Representation Learning for Texts and Graphs : A Unified Perspective on Efficiency, Multimodality, and Adaptability Contributor: Galke, Lukas Paul Achatius [Verfasser]; Scherp, Ansgar [Akademischer Betreuer]; Kröger, Peer [Gutachter] imprint: Kiel: Universitätsbibliothek Kiel, 2023 Published in: Kiel Computer Science Series ; 2023/1 Extent: Online-Ressource Language: English DOI: 10.21941/kcss/2023/1 Identifier: Keywords: Maschinelles Lernen ; Natural Language Processing ; Representation Learning ; Deep Learning ; Machine Learning ; Graph Representation Learning ; Text Classification ; Recommender Systems ; Information Retrieval ; Knowledge Distillation ; Neural Networks ; Multilayer Perceptrons ; Autoencoders ; Word Embeddings ; Text Representation Learning ; Transformers ; Evolving Graphs ; Out-of-distribution Detection ; Unseen Class Detection ; Lifelong Learning ; Continual Learning Origination: University thesis: Dissertation, Kiel, Christian-Albrechts-Universität zu Kiel, 2022 Footnote: Access State: Open Access Rights information: Attribution - Non Commercial - Share Alike (CC BY-NC-SA)